ESTRO 2025 - Abstract Book

S3402

Physics - Machine learning models and clinical applications

ESTRO 2025

Conclusion: This represents the first effort to standardise AI model reporting specific to RT, leading to improved transparency and safety. Future steps include publishing the model card with illustrative examples and advocating for its integration into (inter)national AI reporting guidelines in RT.

Keywords: AI, quality assurance, model card

References: 1. Mitchell M, et al. Model Cards for Model Reporting. Proceedings of the Conference on Fairness, Accountability, and Transparency. New York, NY, USA: Association for Computing Machinery; 2019. p. 220 – 9. 2. Gebru T, et al. Datasheets for Datasets. arXiv. 2018. Available from: http://arxiv.org/abs/1803.09010